$50K-$150K
Annual savings in the first year
60%+
Reduction in inspection labor, freeing workers for higher-value tasks
3 Months
Payback period thus resulting in immediate ROI
95%+
Defect detection accuracy
Problem Statement
The business case starts where manual work, downtime, and data isolation become measurable drag on production.
Manufacturing companies spend millions annually on manual visual inspection. Workers get fatigued, accuracy drops, and productivity suffers. Machine vision can help, but only if it can be deployed quickly and cost-effectively.
Klyff brings production-ready defect detection to your factory in 8-12 weeks. Real-time, 95%+ accurate detection of solder joints, surface defects, and packaging issues without cloud complexity.
How It Works
Klyff runs intelligence close to machines, cameras, and production data so teams can act quickly without cloud complexity.
Where It Fits
Common equipment, lines, and facilities where Klyff can improve inspection, uptime, or cross-site learning.
Solder joint inspection
Surface defects and scratches
Pattern and color consistency
Packaging quality and labeling
Component verification
Case Study
Company context, operating challenge, Klyff deployment approach, measurable results, and customer feedback.
Selected Customer Success Stories
Explore how teams are using Klyff to improve quality, safety, and operational performance in the field.
Case Study
Learn how Klyff deployed an on-device continual learning loop on ARM Cortex-M7 gateways, achieving a 40% reduction in false positives and automatically adapting to machine aging without cloud retraining.
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Case Study
Discover how Klyff deployed quantized CNNs on Hailo-8 edge accelerators at the glass level, dropping inspection latency from 120ms to 8ms and saving an estimated $12,000/month per line in rework costs.
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Case Study
See how Klyff deployed an ATEX-certified, privacy-by-design safety agent that localizes and scrubs human faces at the source, reducing safety incidents by 34% with zero PII leaving the edge.
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Insights
Connect your first site, deploy your first model, and see measurable ROI in weeks, not months.
